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Research Collection School Of Computing and Information Systems

The collection contains journal articles, conference proceedings articles, books and book chapters, and more written by the faculty at the Singapore Management University School of Computing and Information Systems (SCIS). The school was formerly known as School of Information Systems (SIS) and was renamed in 2021. The school research areas include Data science & engineering, Cybersecurity, Information systems & management, Intelligent systems & optimisation, Software & cyber-physical systems. SCIS is also focused on innovative research and education in Information Systems and Management, data management and analytics, as well as problems and issues at the intersection of information systems related technology and management, which includes urban systems and operations, active citizenry and communities, safety and security.

Submissions from 2011 2011

Secure and Practical Key Distribution for RFID-Enabled Supply Chains, Tieyan LI, Yingjiu LI, and Guilin WANG Conference Proceeding Article

Spectral geometry image: Image based 3D models for digital broadcasting applications, Boon Seng CHEW, Lap Pui CHAU, Ying HE, Dayong WANG, and Steven C. H. HOI Journal Article

Structural analysis of the hot spots in the binding between H1N1 HA and the 2DI antibody: Do mutations of H1N1 from 1918 to 2009 affect much on this binding?, Qian LIU, Steven C. H. HOI, Chinh T. T. SU, Zhenhua LI, Chee-Keong KWOH, Limsoon WONG, and Jinyan LI Journal Article

Structural complexity and programmer team strategy: An experimental test, Narayan RAMASUBBU, Chris F. Kemerer, and Jeff Min Teck HONG Journal Article

Tamper detection in the EPC network using digital watermarking, Shui-Hua HAN, Chao-Hsien CHU, and Zongwei LUO Journal Article

Towards Ground Truthing Observations in Gray-Box Anomaly Detection, Jiang MING, Haibin ZHANG, and Debin GAO Conference Proceeding Article

Unifying EA, BPM and SOA through a Synergestic Framework, Venky SHANKARARAMAN and Pervez Kazmi Conference Proceeding Article

When Recommendation Meets Mobile: Contextual and Personalised Recommendation on the Go, Jinfeng ZHUANG, Tao MEI, Steven C. H. HOI, Ying-Qing XU, and Shipeng LI Conference Proceeding Article

Utilizing Hubel Wiesel models for semantic associations and topics extraction from unstructured text, Sandeep TIWARI and Kiruthika RAMANATHAN Conference Proceeding Article

A generic framework for three-factor authentication: preserving security and privacy in distributed systems, Xinyi HUANG, Yang Xiang, Ashley Chonka, Jianying Zhou, and Robert H. DENG Journal Article

A Hubel Wiesel model of early concept generalization based on local correlation of input features, Sepideh SADEGHI and Kiruthika RAMANATHAN Conference Proceeding Article

An Incremental Approach to Closest Pair Queries in Spatial Networks Using Best-First Search, Chunan CHEN, Weiwei SUN, Baihua ZHENG, Dingding Mao, and Weimo LIU Conference Proceeding Article

CCRank: Parallel Learning to Rank with Cooperative Coevolution, Shuaiqiang WANG, Byron J. GAO, Ke WANG, and Hady W. LAUW Conference Proceeding Article

Defending against cross site scripting attacks, Lwin Khin SHAR and Hee Beng Kuan TAN Journal Article

General Construction of Chameleon All-but-one Trapdoor Functions, Shengli LIU, Junzuo LAI, and Robert H. DENG Journal Article

Probabilistic indexing of media sequences, Jialie SHEN, Meng WANG, Shuicheng YAN, and TIAN QI Conference Proceeding Article

TaxiSim: A multiagent simulation platform for evaluating taxi fleet operations, Shih-Fen CHENG and Thi Duong NGUYEN Conference Proceeding Article

Acceptance of Service Oriented Computing: what do IT professionals think?, Ilse BAUMGARTNER and Peter GREEN Conference Proceeding Article

A hybrid agent architecture integrating desire, intention and reinforcement learning, Ah-hwee TAN, Yew-Soon ONG, and Akejariyawong TAPANUJ Journal Article

Automated Detection of Likely Design Flaws in Layered Architectures, Aditya BUDI, - Lucia, David LO, Lingxiao JIANG, and Shaowei WANG Conference Proceeding Article

Developing and Applying a User-Centered Model for the Design and Implementation of Information Visualisation, Lian Chee KOH, A. Slingsby, J. Dykes, and Tin Seong KAM Conference Proceeding Article

Effects of Mentoring on Player Performance in Massively Multiplayer Online Role-Playing Games (MMORPGs), Kyong Jin SHIM, Kuo-Wei HSU, and Jaideep SRIVASTAVA Conference Proceeding Article

E-referral and Word-of-Mouth Marketing, Zhiling GUO Presentation

Finding robust-under-risk solutions for flowshop scheduling, Steven O. Kimbrough, Ann KUO, and Hoong Chuin LAU Conference Paper

Generating Aspect-oriented Multi-document Summarization with Event-Aspect Model, Peng LI, Yinglin WANG, Wei GAO, and Jing JIANG Conference Proceeding Article

Generating aspect-oriented multi-document summarization with event-aspect model, Peng LI, Yinglin WANG, Wei GAO, and Jing JIANG Conference Proceeding Article

Heuristic Algorithms for Balanced Multi-way Number Partitioning, Jilian ZHANG, Kyriakos MOURATIDIS, and Hwee Hwa PANG Conference Proceeding Article

High-Performance Composite Event Monitoring System Supporting Large Numbers of Queries and Sources, SangJeong Lee, Youngki Lee, Byoungjip Kim, K. Selcuk Candan, Yunseok Rhee, and Junehwa Song Conference Paper

Linking Entities to a Knowledge Base with Query Expansion, Swapna GOTTIPATI and Jing JIANG Conference Proceeding Article

Media landscape in Twitter: A world of new conventions and political diversity, Jisun AN, Meeyoung CHA, Krishna GUMMADI, and Jon CROWCROFT Conference Proceeding Article

Message-Passing Algorithms for Quadratic Programming Formulations of MAP Estimation, Akshat KUMAR and Shlomo ZILBERSTEIN Conference Proceeding Article

Mining weakly labeled web facial images for search-based face annotation, Dayang WANG, Steven C. H. HOI, and Ying HE Conference Proceeding Article

Modeling Player Performance in Massively Multiplayer Online Role-Playing Games: The Effects of Diversity in Mentoring Network, Kyong Jin SHIM, K. W. HSU, and J. SRIVASTAVA Conference Proceeding Article

Online AUC maximization, Peilin ZHAO, Steven C. H. HOI, Rong JIN, and Tianbo YANG Conference Proceeding Article

Parallel Learning to Rank for Information Retrieval, Shuaiqiang WANG, Byron J. GAO, Ke WANG, and Hady W. LAUW Conference Proceeding Article

Real-world parameter tuning using factorial design with parameter decomposition, Aldy GUNAWAN, Hoong Chuin LAU, and Elaine WONG Conference Proceeding Article

Relevant knowledge helps in choosing right teacher: Active query selection for ranking adaptation, Peng CAI, Wei GAO, Kam-Fai WONG, and Aoying ZHOU Conference Proceeding Article

Scalable Multiagent Planning using Probabilistic Inference, Akshat KUMAR, Shlomo ZILBERSTEIN, and Marc TOUSSAINT Conference Proceeding Article

Solution pluralism and metaheuristics, Steven O. Kimbrough, Ann KUO, Hoong Chuin LAU, Frederic H. Murphy, and David Harlan Wood Conference Paper

Trust network inference for online rating data using generative models, Freddy Tat Chua CHUA and Ee Peng LIM Conference Proceeding Article

Unsupervised discovery of discourse relations for eliminating intra-sentence polarity ambiguities, Lanjun ZHOU, Binyang LI, Wei GAO, Zhongyu WEI, and Kam-Fai WONG Conference Proceeding Article

Unsupervised Information Extraction with Distributional Prior Knowledge, Cane Wing-ki LEUNG, Jing JIANG, Kian Ming A. CHAI, Hai Leong Chieu, and Loo-Nin Teow Conference Proceeding Article

Parallel Markets, Interdependent Assets, and Market Crashes: An Agent-Based Modeling Perspective, Shih-Fen CHENG, Wing Bernard LEE, and Annie KOH Presentation

Trajectory-Based Consumer Segmentation and Product Recommender System in the Online Market, Young Soo KIM and Ramayya Krishnan Presentation

A mobile context monitoring platform for pervasive computing environments, Youngki LEE, Chulhong MIN, Younghyun JU, Saumay PUSHP, and Junehwa SONG Conference Proceeding Article

Adaptive display power management for mobile games, Bhojan ANAND, Karthik THIRUGNANAM, Jeena SEBASTIAN, Pravein G. KANNAN, Akhihebbal L. ANANDA, Mun Choon CHAN, and Rajesh Krishna BALAN Conference Proceeding Article

A feature based frequency domain analysis algorithm for fault detection of induction motors, Zhaoxia WANG, C. S. CHANG, and ZHANG Yifan Conference Proceeding Article

A Quality Metric for Sustainable Innovations, Arcot Desai NARASIMHALU Conference Paper

A Solution with Security Concern for RFID-Based Track and Trace Services in EPCglobal-Enabled Supply Chains, Wei HE, Yingjiu LI, Kevin CHIEW, Tieyan LI, and Eng Wah LEE Book Chapter

CIO reporting structure, strategic positioning, and firm performance, Rajiv D BANKER, Nan HU, Paul A PAVLOU, and Jerry LUFTMAN Journal Article

Continuous Visible Nearest Neighbor Query Processing in Spatial Databases, Yunjun GAO, Baihua ZHENG, Gencai CHEN, Qing LI, and Xiaofa GUO Journal Article

Enhancing SOA Integration through Enterprise Services, Venky SHANKARARAMAN and Eng Kit LUM Conference Proceeding Article

Fully Secure Cipertext-Policy Hiding CP-ABE, Junzuo LAI, Robert H. DENG, and Yingjiu LI Conference Proceeding Article

Getting to Global Yes! Designing a Distributed Student Collaboration, Selma Limam MANSAR, Randy WEINBERG, and Benjamin Kok Siew GAN Conference Proceeding Article

Hierarchical identity-based chameleon hash and its applications, Feng BAO, Robert H. DENG, Xuhua DING, Junzuo LAI, and Yunlei ZHAO Conference Proceeding Article

High-Performance Composite Event Monitoring System Supporting Large Numbers of Queries and Sources, SangJeong LEE, Youngki LEE, Byoungjip KIM, K. Selcuk CANDAN, Yunseok RHEE, and Junehwa SONG Conference Proceeding Article

kb-anonymity: A model for anonymized behavior-preserving test and debugging data, Aditya BUDI, David LO, Lingxiao JIANG, and Lucia Lucia Conference Proceeding Article

Link type based pre-cluster pair model for coreference resolution, Yang SONG, Houfeng WANG, and Jing JIANG Conference Proceeding Article

On combining state space reductions with global fairness assumptions, Shao Jie ZHANG, Jun SUN, Jun PANG, Yang LIU, and Jin Song DONG Conference Proceeding Article

Online fault detection of induction motors using frequency domain independent components analysis, Zhaoxia WANG and C. S. CHANG Conference Proceeding Article

Optimizing Sensor Data Acquisition for Energy-Efficient Smartphone-based Continuous Event Processing, Archan MISRA and Lipyeow LIM Conference Proceeding Article

Preserving transparency and accountability in optimistic fair exchange of digital signatures, Xinyi HUANG, Yi Mu, Willy Susilo, Jianying Zhou, and Robert H. DENG Journal Article

Query weighting for ranking model adaptation, Peng CAI, Wei GAO, Aoying ZHOU, and Kam-Fai WONG Conference Proceeding Article

Real-time trip information service for a large taxi fleet, Rajesh Krishna BALAN, Nguyen Xuan KHOA, and Lingxiao JIANG Conference Proceeding Article

Regret minimizing audits: A learning-theoretic basis for privacy protection, Jeremiah BLOCKI, Nicolas CHRISTIN, Anupam DATTA, and Arunesh SINHA Conference Proceeding Article

Secure localization with attack detection in wireless sensor networks, Wentao ZHU, Yang Xiang, Jianying Zhou, Robert H. DENG, and Bao Feng Journal Article

Smoothly varying affine stitching, Wen-yan LIN, Siying LIU, Yasuyuki MATSUHITA, Tian-Tsong NG, and Loong-Fah CHEONG Conference Proceeding Article

Supervisory evolutionary optimization strategy for adaptive maintenance schedules, Zhaoxia WANG and C. S. CHANG Conference Proceeding Article

Topical Keyphrase Extraction from Twitter, Xin ZHAO, Jing JIANG, Jing HE, Yang SONG, Palakorn ACHANANUPARP, Ee Peng LIM, and Xiaoming LI Conference Proceeding Article

Towards human-like social multi-agents with memetic automaton, Liang FENG, Yew-Soon ONG, Ah-hwee TAN, and Xian-Shun CHEN Conference Proceeding Article

A Journey through the Spatial Data Mining and Geographic Knowledge Discovery Jungle, Tin Seong KAM Presentation

Getting to Know Social Media Analytics, Tin Seong KAM Presentation

Mining Software Specifications: Methodologies and Applications, David LO, Siau-Cheng KHOO, Chao LIU, and Jiawei HAN Edited Book

Adaptive decision support for structured organizations: A case for OrgPOMDPs, Pradeep Reddy VARAKANTHAM, Nathan Schurr, Alan Carlin, and Christopher Amato Conference Proceeding Article

A simple curious agent to help people be curious, Han YU, Zhiqi SHEN, Chunyan MIAO, and Ah-hwee TAN Conference Proceeding Article

BeeSpace Navigator: Exploratory Analysis of Gene Function using Semantic Indexing of Biological Literature, Moushumi Sen SARMA, David Arcoleo, Radhika S. Khetani, Brant CHEE, Xu Ling, Xin He, Jing JIANG, Qiaozhu MEI, ChengXiang ZHAI, and Bruce Schatz Journal Article

Configuring global software teams: A multi-company analysis of productivity, quality, and profits, Narayanasamy RAMASUBBU, Marcelo CATALDO, Rajesh Krishna BALAN, and James HERBSLEB Conference Proceeding Article

Continuous Nearest Neighbor Search in the Presence of Obstacles, Yunjun GAO, Baihua ZHENG, Gang CHEN, Chun CHEN, and Qing LI Journal Article

Decentralized Decision Support for an Agent Population in Dynamic and Uncertain Domains, Pradeep Reddy VARAKANTHAM, Shih-Fen CHENG, and Thi Duong NGUYEN Conference Proceeding Article

Design and performance analysis of MAC schemes for wireless sensor networks powered by ambient energy harvesting, Zhi Ang EU, Hwee-Pink TAN, and Winston K. G. SEAH Journal Article

Distributed Model Shaping for Scaling to Decentralized POMDPs with hundreds of agents, Prasanna VELAGAPUDI, Pradeep Reddy VARAKANTHAM, Katia Sycara, and Paul Scerri Conference Proceeding Article

Double Updating Online Learning, Peilin ZHAO, Steven C. H. HOI, and Rong JIN Journal Article

Fragile online relationship: A first look at unfollow dynamics in Twitter, Haewoon KWAK, Hyunwoo CHUN, and Sue. MOON Conference Proceeding Article

How do programmers ask and answer questions on the web? (NIER track), Christoph TREUDE, Ohad BARZILAY, and Margaret-Anne STOREY Conference Proceeding Article

Incremental DCOP Search Algorithms for Solving Dynamic DCOP Problems, William YEOH, Pradeep VARAKANTHAM, Xiaoxun SUN, and Sven KOENIG Conference Proceeding Article

Leveraging complex event processing for smart hospitals using RFID, Wen YAO, Chao-Hsien CHU, and Zang LI Journal Article

Measuring API documentation on the web, Chris PARNIN and Christoph TREUDE Conference Proceeding Article

Message-Passing Algorithms for Large Structured Decentralized POMDPs, Akshat KUMAR and Shlomo ZILBERSTEIN Conference Proceeding Article

Mining Message Sequence Graphs, Sandeep KUMAR, Siau-Cheng KHOO, Abhik Roychoudhury, and David LO Conference Proceeding Article

Prototyping Video Games with Animation, Richard C. DAVIS Conference Paper

SandCanvas: A Multi-touch Art Medium Inspired by Sand Animation, Rubaiat Habib KAZI, Kien-Chuan CHUA, Shengdong ZHAO, Richard Christopher DAVIS, and Kok-Lim Low Conference Proceeding Article

SandCanvas: New Possibilities in Sand Animation, Rubaiat Habib KAZI, Kien-Chuan CHUA, Shengdong ZHAO, Richard Christopher DAVIS, and Kok-Lim Low Conference Proceeding Article

Second international workshop on Web 2.0 for Software Engineering (Web2SE 2011), Christoph TREUDE, Margaret-Anne STOREY, Arie VAN DEURSEN, Andrew BEGEL, and Sue BLACK Conference Proceeding Article

TeamSkill: Modeling Team Chemistry in Online Multi-Player Games, Colin DELONG, Nishith Pathak, Kendrick Erickson, Eric Perrino, Kyong Jin SHIM, and Jaideep Srivastava Conference Proceeding Article

Effect of challenge, control and curiosity on intrinsic motivation in computer gaming for learning, Sook-Yee Edna CHAN, Seng Chun Alvin TANG, Fiona Fui-hoon NAH, Huei Wuan LOW-EE, and Qizhang LIU Conference Proceeding Article

Impact of flow on exploratory learning behavior in gaming and learning achievement, Fiona Fui-hoon NAH, Keng SIAU, and Sook-Yee Edna CHAN Conference Proceeding Article

Real-time smoke simulation with improved turbulence by spatial adaptive vorticity confinement, Shengfeng HE, Hon-Cheng WONG, Wai-Man PANG, and Un-Hong WONG Journal Article

Key establishment — Secrecy, authentication and anonymity, Guomin YANG, Duncan S. WONG, and Xiaotie DENG Book Chapter

RFID mutual authentication protocols with universally composable security, Chunhua SU, Yingjiu LI, and Robert H. DENG Conference Proceeding Article

Interactivity-constrained server provisioning in large-scale distributed virtual environments, Nguyen Binh Duong TA, Thang NGUYEN, Suiping ZHOU, Xueyan TANG, Wentong CAI, and Rassul AYANI Journal Article